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Jiaye Guo's Projects

amino icon amino

Automatic Mutual Information Noise Omission

kinodata icon kinodata

Collection of scripts / notebooks to reliably select datasets

kinoml icon kinoml

Structure-informed machine learning for kinase modeling

metastable-states-of-apo-abl icon metastable-states-of-apo-abl

Data from the publication "Identification of druggable kinase target conformations using Markov model metastable states analysis of apo Abl" by Paul, Meng, and Roux

ml_tutorial icon ml_tutorial

An introduction to machine learning in Python using Numpy, Pandas, and Scikit-learn

pmx icon pmx

Toolkit for free-energy calculation setup/analysis and biomolecular structure handling

sams_sampling icon sams_sampling

This is a repo that is trying to enhance sampling with SAMSSampler from YANK.

sgoop icon sgoop

Spectral Gap Optimization of Order Parameters

sgoop-1 icon sgoop-1

Spectral Gap Optimization of Parameters

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